Overview

Dataset Statistics

Number of Variables 35
Number of Rows 3198
Missing Cells 4536
Missing Cells (%) 4.1%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 1.9 MB
Average Row Size in Memory 633.2 B
Variable Types
  • Numerical: 31
  • Categorical: 4

Dataset Insights

demo__pct_american_indian_or_alaskan_native and demo__pct_asian have similar distributions Similar Distribution
health__pct_adult_smoking has 464 (14.51%) missing values Missing
health__pct_low_birthweight has 182 (5.69%) missing values Missing
health__pct_excessive_drinking has 978 (30.58%) missing values Missing
health__homicides_per_100k has 1967 (61.51%) missing values Missing
health__motor_vehicle_crash_deaths_per_100k has 417 (13.04%) missing values Missing
health__pop_per_dentist has 244 (7.63%) missing values Missing
health__pop_per_primary_care_physician has 230 (7.19%) missing values Missing
demo__pct_female is skewed Skewed
demo__pct_hispanic is skewed Skewed
demo__pct_non_hispanic_african_american is skewed Skewed
demo__pct_non_hispanic_white is skewed Skewed
demo__pct_american_indian_or_alaskan_native is skewed Skewed
demo__pct_asian is skewed Skewed
demo__birth_rate_per_1k is skewed Skewed
demo__death_rate_per_1k is skewed Skewed
health__air_pollution_particulate_matter is skewed Skewed
health__homicides_per_100k is skewed Skewed
health__pop_per_dentist is skewed Skewed
health__pop_per_primary_care_physician is skewed Skewed
yr has constant length 1 Constant Length
demo__pct_non_hispanic_african_american has 286 (8.94%) zeros Zeros
demo__pct_american_indian_or_alaskan_native has 552 (17.26%) zeros Zeros
demo__pct_asian has 522 (16.32%) zeros Zeros
  • 1
  • 2
  • 3

Variables


row_id

numerical

Approximate Distinct Count 3198
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 3156.6926
Minimum 0
Maximum 6277
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • row_id is skewed left (γ1 = -0.0274)

Quantile Statistics

Minimum 0
5-th Percentile 282.85
Q1 1561.75
Median 3198.5
Q3 4723.75
95-th Percentile 5970.15
Maximum 6277
Range 6277
IQR 3162

Descriptive Statistics

Mean 3156.6926
Standard Deviation 1823.9593
Variance 3.3268e+06
Sum 1.0095e+07
Skewness -0.02744
Kurtosis -1.2048
Coefficient of Variation 0.5778

area__rucc

categorical

Approximate Distinct Count 9
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 445366

Length

Mean 74.2639
Standard Deviation 10.3563
Median 72
Minimum 63
Maximum 93

Sample

1st row Nonmetro - Complet...
2nd row Nonmetro - Urban p...
3rd row Nonmetro - Complet...
4th row Nonmetro - Urban p...
5th row Metro - Counties i...

Letter

Count 170378
Lowercase Letter 163982
Space Separator 39372
Uppercase Letter 6396
Dash Punctuation 3198
Decimal Number 18690

area__urban_influence

categorical

Approximate Distinct Count 12
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Memory Size 413390
  • The largest value (Small-in a metro area with fewer than 1 million residents) is over 1.59 times larger than the second largest value (Large-in a metro area with at least 1 million residents or more)

Length

Mean 64.2652
Standard Deviation 17.9483
Median 63
Minimum 38
Maximum 98

Sample

1st row Noncore adjacent t...
2nd row Micropolitan adjac...
3rd row Noncore adjacent t...
4th row Noncore adjacent t...
5th row Large-in a metro a...

Letter

Count 161410
Lowercase Letter 158212
Space Separator 33730
Uppercase Letter 3198
Dash Punctuation 1334
Decimal Number 7238

econ__economic_typology

categorical

Approximate Distinct Count 6
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 264148
  • The largest value (Nonspecialized) is over 2.56 times larger than the second largest value (Manufacturing-dependent)

Length

Mean 17.5979
Standard Deviation 7.0882
Median 14
Minimum 10
Maximum 34

Sample

1st row Federal/State gove...
2nd row Manufacturing-depe...
3rd row Federal/State gove...
4th row Federal/State gove...
5th row Nonspecialized

Letter

Count 53878
Lowercase Letter 50290
Space Separator 390
Uppercase Letter 3588
Dash Punctuation 1620
Decimal Number 0
  • The top 2 categories (Nonspecialized, Manufacturing-dependent) take over 50.0%
  • The largest value (nonspecialized) is over 2.56 times larger than the second largest value (manufacturingdependent)

econ__pct_civilian_labor

numerical

Approximate Distinct Count 382
Approximate Unique (%) 11.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 0.4671
Minimum 0.217
Maximum 1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • econ__pct_civilian_labor is skewed right (γ1 = 0.6605)

Quantile Statistics

Minimum 0.217
5-th Percentile 0.35
Q1 0.42
Median 0.467
Q3 0.514
95-th Percentile 0.574
Maximum 1
Range 0.783
IQR 0.094

Descriptive Statistics

Mean 0.4671
Standard Deviation 0.07454
Variance 0.005556
Sum 1493.693
Skewness 0.6605
Kurtosis 3.9966
Coefficient of Variation 0.1596
  • econ__pct_civilian_labor is not normally distributed (p-value 0.0017048306524887191)
  • econ__pct_civilian_labor has 54 outliers

econ__pct_unemployment

numerical

Approximate Distinct Count 141
Approximate Unique (%) 4.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 0.05961
Minimum 0.008
Maximum 0.24
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • econ__pct_unemployment is skewed right (γ1 = 1.2828)

Quantile Statistics

Minimum 0.008
5-th Percentile 0.029
Q1 0.043
Median 0.057
Q3 0.071
95-th Percentile 0.09915
Maximum 0.24
Range 0.232
IQR 0.028

Descriptive Statistics

Mean 0.05961
Standard Deviation 0.02285
Variance 0.00052211
Sum 190.634
Skewness 1.2828
Kurtosis 4.4168
Coefficient of Variation 0.3833
  • econ__pct_unemployment is not normally distributed (p-value 0.0004975468347543388)
  • econ__pct_unemployment has 77 outliers

econ__pct_uninsured_adults

numerical

Approximate Distinct Count 341
Approximate Unique (%) 10.7%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.2175
Minimum 0.046
Maximum 0.495
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • econ__pct_uninsured_adults is skewed right (γ1 = 0.3574)

Quantile Statistics

Minimum 0.046
5-th Percentile 0.115
Q1 0.166
Median 0.216
Q3 0.262
95-th Percentile 0.33
Maximum 0.495
Range 0.449
IQR 0.096

Descriptive Statistics

Mean 0.2175
Standard Deviation 0.06737
Variance 0.004539
Sum 695.239
Skewness 0.3574
Kurtosis 0.03429
Coefficient of Variation 0.3097
  • econ__pct_uninsured_adults is not normally distributed (p-value 5.8997261044262225e-08)
  • econ__pct_uninsured_adults has 24 outliers

econ__pct_uninsured_children

numerical

Approximate Distinct Count 215
Approximate Unique (%) 6.7%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.08592
Minimum 0.009
Maximum 0.285
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • econ__pct_uninsured_children is skewed right (γ1 = 1.1828)

Quantile Statistics

Minimum 0.009
5-th Percentile 0.037
Q1 0.057
Median 0.077
Q3 0.105
95-th Percentile 0.165
Maximum 0.285
Range 0.276
IQR 0.048

Descriptive Statistics

Mean 0.08592
Standard Deviation 0.04
Variance 0.0016
Sum 274.601
Skewness 1.1828
Kurtosis 1.7507
Coefficient of Variation 0.4656
  • econ__pct_uninsured_children has 106 outliers

demo__pct_female

numerical

Approximate Distinct Count 173
Approximate Unique (%) 5.4%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.4988
Minimum 0.294
Maximum 0.576
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_female is skewed left (γ1 = -2.9687)

Quantile Statistics

Minimum 0.294
5-th Percentile 0.457
Q1 0.493
Median 0.503
Q3 0.512
95-th Percentile 0.524
Maximum 0.576
Range 0.282
IQR 0.019

Descriptive Statistics

Mean 0.4988
Standard Deviation 0.02425
Variance 0.0005881
Sum 1594.103
Skewness -2.9687
Kurtosis 14.5189
Coefficient of Variation 0.04862
  • demo__pct_female is not normally distributed (p-value 1.0006195397191985e-09)
  • demo__pct_female has 223 outliers

demo__pct_below_18_years_of_age

numerical

Approximate Distinct Count 219
Approximate Unique (%) 6.9%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.2278
Minimum 0.098
Maximum 0.417
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_below_18_years_of_age is skewed right (γ1 = 0.5708)

Quantile Statistics

Minimum 0.098
5-th Percentile 0.175
Q1 0.207
Median 0.226
Q3 0.2452
95-th Percentile 0.287
Maximum 0.417
Range 0.319
IQR 0.03825

Descriptive Statistics

Mean 0.2278
Standard Deviation 0.03429
Variance 0.001176
Sum 727.931
Skewness 0.5708
Kurtosis 1.7718
Coefficient of Variation 0.1506
  • demo__pct_below_18_years_of_age is not normally distributed (p-value 0.000552590688147012)
  • demo__pct_below_18_years_of_age has 121 outliers

demo__pct_aged_65_years_and_older

numerical

Approximate Distinct Count 249
Approximate Unique (%) 7.8%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.1701
Minimum 0.043
Maximum 0.355
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_aged_65_years_and_older is skewed right (γ1 = 0.5032)

Quantile Statistics

Minimum 0.043
5-th Percentile 0.104
Q1 0.142
Median 0.167
Q3 0.194
95-th Percentile 0.2472
Maximum 0.355
Range 0.312
IQR 0.052

Descriptive Statistics

Mean 0.1701
Standard Deviation 0.04359
Variance 0.0019
Sum 543.758
Skewness 0.5032
Kurtosis 0.6914
Coefficient of Variation 0.2562
  • demo__pct_aged_65_years_and_older has 80 outliers

demo__pct_hispanic

numerical

Approximate Distinct Count 458
Approximate Unique (%) 14.3%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.09023
Minimum 0
Maximum 0.945
Zeros 24
Zeros (%) 0.8%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_hispanic is skewed right (γ1 = 3.0223)

Quantile Statistics

Minimum 0
5-th Percentile 0.007
Q1 0.019
Median 0.035
Q3 0.088
95-th Percentile 0.4133
Maximum 0.945
Range 0.945
IQR 0.069

Descriptive Statistics

Mean 0.09023
Standard Deviation 0.1427
Variance 0.02037
Sum 288.386
Skewness 3.0223
Kurtosis 9.9933
Coefficient of Variation 1.5815
  • demo__pct_hispanic is not normally distributed (p-value 6.382976457232302e-16)
  • demo__pct_hispanic has 393 outliers

demo__pct_non_hispanic_african_american

numerical

Approximate Distinct Count 498
Approximate Unique (%) 15.6%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.09112
Minimum 0
Maximum 0.855
Zeros 286
Zeros (%) 8.9%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_non_hispanic_african_american is skewed right (γ1 = 2.269)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.006
Median 0.022
Q3 0.09625
95-th Percentile 0.4253
Maximum 0.855
Range 0.855
IQR 0.09025

Descriptive Statistics

Mean 0.09112
Standard Deviation 0.1471
Variance 0.02164
Sum 291.209
Skewness 2.269
Kurtosis 5.0693
Coefficient of Variation 1.6145
  • demo__pct_non_hispanic_african_american is not normally distributed (p-value 3.102298024831163e-23)
  • demo__pct_non_hispanic_african_american has 470 outliers

demo__pct_non_hispanic_white

numerical

Approximate Distinct Count 715
Approximate Unique (%) 22.4%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.7702
Minimum 0.06
Maximum 0.998
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_non_hispanic_white is skewed left (γ1 = -1.1649)

Quantile Statistics

Minimum 0.06
5-th Percentile 0.3387
Q1 0.648
Median 0.854
Q3 0.936
95-th Percentile 0.97
Maximum 0.998
Range 0.938
IQR 0.288

Descriptive Statistics

Mean 0.7702
Standard Deviation 0.2079
Variance 0.04322
Sum 2461.582
Skewness -1.1649
Kurtosis 0.5787
Coefficient of Variation 0.2699
  • demo__pct_non_hispanic_white is not normally distributed (p-value 1.3593923786650124e-09)
  • demo__pct_non_hispanic_white has 66 outliers

demo__pct_american_indian_or_alaskan_native

numerical

Approximate Distinct Count 208
Approximate Unique (%) 6.5%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.02466
Minimum 0
Maximum 0.852
Zeros 552
Zeros (%) 17.3%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_american_indian_or_alaskan_native is skewed right (γ1 = 6.923)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.002
Median 0.007
Q3 0.014
95-th Percentile 0.08225
Maximum 0.852
Range 0.852
IQR 0.012

Descriptive Statistics

Mean 0.02466
Standard Deviation 0.08463
Variance 0.007163
Sum 78.809
Skewness 6.923
Kurtosis 52.2008
Coefficient of Variation 3.4322
  • demo__pct_american_indian_or_alaskan_native is not normally distributed (p-value 9.196095679332495e-25)
  • demo__pct_american_indian_or_alaskan_native has 328 outliers

demo__pct_asian

numerical

Approximate Distinct Count 130
Approximate Unique (%) 4.1%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.0133
Minimum 0
Maximum 0.346
Zeros 522
Zeros (%) 16.3%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_asian is skewed right (γ1 = 6.2201)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.003
Median 0.007
Q3 0.013
95-th Percentile 0.048
Maximum 0.346
Range 0.346
IQR 0.01

Descriptive Statistics

Mean 0.0133
Standard Deviation 0.02537
Variance 0.00064341
Sum 42.518
Skewness 6.2201
Kurtosis 54.7558
Coefficient of Variation 1.9067
  • demo__pct_asian is not normally distributed (p-value 1.8560223933082724e-19)
  • demo__pct_asian has 338 outliers

demo__pct_adults_less_than_a_high_school_diploma

numerical

Approximate Distinct Count 2644
Approximate Unique (%) 82.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 0.1488
Minimum 0.01613
Maximum 0.4669
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_adults_less_than_a_high_school_diploma is skewed right (γ1 = 0.8132)

Quantile Statistics

Minimum 0.01613
5-th Percentile 0.05969
Q1 0.09747
Median 0.1335
Q3 0.1952
95-th Percentile 0.2706
Maximum 0.4669
Range 0.4507
IQR 0.0977

Descriptive Statistics

Mean 0.1488
Standard Deviation 0.06825
Variance 0.004659
Sum 475.8427
Skewness 0.8132
Kurtosis 0.5958
Coefficient of Variation 0.4587
  • demo__pct_adults_less_than_a_high_school_diploma has 39 outliers

demo__pct_adults_with_high_school_diploma

numerical

Approximate Distinct Count 2677
Approximate Unique (%) 83.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 0.3503
Minimum 0.07282
Maximum 0.5517
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_adults_with_high_school_diploma is skewed left (γ1 = -0.3331)

Quantile Statistics

Minimum 0.07282
5-th Percentile 0.2254
Q1 0.3059
Median 0.3557
Q3 0.3992
95-th Percentile 0.459
Maximum 0.5517
Range 0.4789
IQR 0.09328

Descriptive Statistics

Mean 0.3503
Standard Deviation 0.07053
Variance 0.004975
Sum 1120.2585
Skewness -0.3331
Kurtosis 0.114
Coefficient of Variation 0.2014
  • demo__pct_adults_with_high_school_diploma has 28 outliers

demo__pct_adults_with_some_college

numerical

Approximate Distinct Count 2547
Approximate Unique (%) 79.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 0.3014
Minimum 0.1128
Maximum 0.4742
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_adults_with_some_college is skewed right (γ1 = 0.0223)

Quantile Statistics

Minimum 0.1128
5-th Percentile 0.216
Q1 0.2654
Median 0.3016
Q3 0.336
95-th Percentile 0.3912
Maximum 0.4742
Range 0.3614
IQR 0.07061

Descriptive Statistics

Mean 0.3014
Standard Deviation 0.0525
Variance 0.002756
Sum 963.7684
Skewness 0.02233
Kurtosis -0.06116
Coefficient of Variation 0.1742
  • demo__pct_adults_with_some_college is not normally distributed (p-value 0.0011681209251324833)
  • demo__pct_adults_with_some_college has 23 outliers

demo__pct_adults_bachelors_or_higher

numerical

Approximate Distinct Count 2650
Approximate Unique (%) 82.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 0.1995
Minimum 0.01399
Maximum 0.7949
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__pct_adults_bachelors_or_higher is skewed right (γ1 = 1.6159)

Quantile Statistics

Minimum 0.01399
5-th Percentile 0.1006
Q1 0.1388
Median 0.1772
Q3 0.2333
95-th Percentile 0.3769
Maximum 0.7949
Range 0.7809
IQR 0.09442

Descriptive Statistics

Mean 0.1995
Standard Deviation 0.08916
Variance 0.007949
Sum 638.1304
Skewness 1.6159
Kurtosis 3.636
Coefficient of Variation 0.4468
  • demo__pct_adults_bachelors_or_higher is not normally distributed (p-value 2.0393517893440114e-05)
  • demo__pct_adults_bachelors_or_higher has 161 outliers

demo__birth_rate_per_1k

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 11.677
Minimum 4
Maximum 29
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • demo__birth_rate_per_1k is skewed right (γ1 = 1.0052)

Quantile Statistics

Minimum 4
5-th Percentile 8
Q1 10
Median 11
Q3 13
95-th Percentile 16
Maximum 29
Range 25
IQR 3

Descriptive Statistics

Mean 11.677
Standard Deviation 2.7395
Variance 7.505
Sum 37343
Skewness 1.0052
Kurtosis 3.2817
Coefficient of Variation 0.2346
  • demo__birth_rate_per_1k is not normally distributed (p-value 2.4246586186639145e-09)
  • demo__birth_rate_per_1k has 116 outliers

demo__death_rate_per_1k

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 10.3011
Minimum 0
Maximum 27
Zeros 2
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • demo__death_rate_per_1k is skewed right (γ1 = 0.1308)

Quantile Statistics

Minimum 0
5-th Percentile 6
Q1 8
Median 10
Q3 12
95-th Percentile 15
Maximum 27
Range 27
IQR 4

Descriptive Statistics

Mean 10.3011
Standard Deviation 2.7861
Variance 7.7626
Sum 32943
Skewness 0.1308
Kurtosis 0.805
Coefficient of Variation 0.2705
  • demo__death_rate_per_1k is not normally distributed (p-value 1.4330264043069747e-07)
  • demo__death_rate_per_1k has 19 outliers

health__pct_adult_obesity

numerical

Approximate Distinct Count 259
Approximate Unique (%) 8.1%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.3076
Minimum 0.14
Maximum 0.484
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pct_adult_obesity is skewed left (γ1 = -0.2804)

Quantile Statistics

Minimum 0.14
5-th Percentile 0.23
Q1 0.284
Median 0.309
Q3 0.334
95-th Percentile 0.374
Maximum 0.484
Range 0.344
IQR 0.05

Descriptive Statistics

Mean 0.3076
Standard Deviation 0.0434
Variance 0.001884
Sum 983.087
Skewness -0.2804
Kurtosis 0.9464
Coefficient of Variation 0.1411
  • health__pct_adult_obesity is not normally distributed (p-value 0.007400439295653403)
  • health__pct_adult_obesity has 111 outliers

health__pct_adult_smoking

numerical

Approximate Distinct Count 331
Approximate Unique (%) 12.1%
Missing 464
Missing (%) 14.5%
Infinite 0
Infinite (%) 0.0%
Memory Size 43744
Mean 0.2135
Minimum 0.05
Maximum 0.526
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pct_adult_smoking is skewed right (γ1 = 0.6223)

Quantile Statistics

Minimum 0.05
5-th Percentile 0.1197
Q1 0.171
Median 0.211
Q3 0.2497
95-th Percentile 0.3243
Maximum 0.526
Range 0.476
IQR 0.07875

Descriptive Statistics

Mean 0.2135
Standard Deviation 0.06309
Variance 0.00398
Sum 583.76
Skewness 0.6223
Kurtosis 1.1515
Coefficient of Variation 0.2955
  • health__pct_adult_smoking has 52 outliers

health__pct_diabetes

numerical

Approximate Distinct Count 143
Approximate Unique (%) 4.5%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.1093
Minimum 0.033
Maximum 0.197
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pct_diabetes is skewed right (γ1 = 0.1658)

Quantile Statistics

Minimum 0.033
5-th Percentile 0.072
Q1 0.094
Median 0.109
Q3 0.124
95-th Percentile 0.149
Maximum 0.197
Range 0.164
IQR 0.03

Descriptive Statistics

Mean 0.1093
Standard Deviation 0.0232
Variance 0.00053809
Sum 349.28
Skewness 0.1658
Kurtosis 0.1562
Coefficient of Variation 0.2123
  • health__pct_diabetes has 42 outliers

health__pct_low_birthweight

numerical

Approximate Distinct Count 140
Approximate Unique (%) 4.6%
Missing 182
Missing (%) 5.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 48256
Mean 0.08353
Minimum 0.025
Maximum 0.232
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pct_low_birthweight is skewed right (γ1 = 1.0033)

Quantile Statistics

Minimum 0.025
5-th Percentile 0.054
Q1 0.068
Median 0.08
Q3 0.095
95-th Percentile 0.126
Maximum 0.232
Range 0.207
IQR 0.027

Descriptive Statistics

Mean 0.08353
Standard Deviation 0.02238
Variance 0.00050096
Sum 251.94
Skewness 1.0033
Kurtosis 1.7401
Coefficient of Variation 0.2679
  • health__pct_low_birthweight is not normally distributed (p-value 0.001155866288520325)
  • health__pct_low_birthweight has 99 outliers

health__pct_excessive_drinking

numerical

Approximate Distinct Count 248
Approximate Unique (%) 11.2%
Missing 978
Missing (%) 30.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 35520
Mean 0.1648
Minimum 0.038
Maximum 0.358
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pct_excessive_drinking is skewed right (γ1 = 0.2426)

Quantile Statistics

Minimum 0.038
5-th Percentile 0.087
Q1 0.129
Median 0.164
Q3 0.196
95-th Percentile 0.256
Maximum 0.358
Range 0.32
IQR 0.067

Descriptive Statistics

Mean 0.1648
Standard Deviation 0.05023
Variance 0.002523
Sum 365.928
Skewness 0.2426
Kurtosis -0.06963
Coefficient of Variation 0.3047
  • health__pct_excessive_drinking has 13 outliers

health__pct_physical_inacticity

numerical

Approximate Distinct Count 277
Approximate Unique (%) 8.7%
Missing 2
Missing (%) 0.1%
Infinite 0
Infinite (%) 0.0%
Memory Size 51136
Mean 0.2773
Minimum 0.097
Maximum 0.443
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pct_physical_inacticity is skewed left (γ1 = -0.2077)

Quantile Statistics

Minimum 0.097
5-th Percentile 0.184
Q1 0.243
Median 0.28
Q3 0.313
95-th Percentile 0.362
Maximum 0.443
Range 0.346
IQR 0.07

Descriptive Statistics

Mean 0.2773
Standard Deviation 0.05295
Variance 0.002803
Sum 886.28
Skewness -0.2077
Kurtosis -0.1533
Coefficient of Variation 0.1909
  • health__pct_physical_inacticity has 15 outliers

health__air_pollution_particulate_matter

numerical

Approximate Distinct Count 9
Approximate Unique (%) 0.3%
Missing 28
Missing (%) 0.9%
Infinite 0
Infinite (%) 0.0%
Memory Size 50720
Mean 11.6265
Minimum 7
Maximum 15
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__air_pollution_particulate_matter is skewed left (γ1 = -0.3478)

Quantile Statistics

Minimum 7
5-th Percentile 9
Q1 10
Median 12
Q3 13
95-th Percentile 14
Maximum 15
Range 8
IQR 3

Descriptive Statistics

Mean 11.6265
Standard Deviation 1.5449
Variance 2.3868
Sum 36856
Skewness -0.3478
Kurtosis -0.7363
Coefficient of Variation 0.1329
  • health__air_pollution_particulate_matter is not normally distributed (p-value 2.258375926968164e-12)

health__homicides_per_100k

numerical

Approximate Distinct Count 606
Approximate Unique (%) 49.2%
Missing 1967
Missing (%) 61.5%
Infinite 0
Infinite (%) 0.0%
Memory Size 19696
Mean 5.9507
Minimum -0.39
Maximum 51.49
Zeros 2
Zeros (%) 0.1%
Negatives 6
Negatives (%) 0.2%
  • health__homicides_per_100k is skewed right (γ1 = 2.7336)

Quantile Statistics

Minimum -0.39
5-th Percentile 0.9
Q1 2.66
Median 4.84
Q3 7.825
95-th Percentile 15.095
Maximum 51.49
Range 51.88
IQR 5.165

Descriptive Statistics

Mean 5.9507
Standard Deviation 5.0634
Variance 25.6378
Sum 7325.37
Skewness 2.7336
Kurtosis 13.7187
Coefficient of Variation 0.8509
  • health__homicides_per_100k is not normally distributed (p-value 5.945559488607543e-07)
  • health__homicides_per_100k has 57 outliers

health__motor_vehicle_crash_deaths_per_100k

numerical

Approximate Distinct Count 1920
Approximate Unique (%) 69.0%
Missing 417
Missing (%) 13.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 44496
Mean 21.1161
Minimum 3.09
Maximum 110.45
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__motor_vehicle_crash_deaths_per_100k is skewed right (γ1 = 1.3017)

Quantile Statistics

Minimum 3.09
5-th Percentile 7.51
Q1 13.46
Median 19.63
Q3 26.47
95-th Percentile 39.89
Maximum 110.45
Range 107.36
IQR 13.01

Descriptive Statistics

Mean 21.1161
Standard Deviation 10.517
Variance 110.607
Sum 58723.81
Skewness 1.3017
Kurtosis 4.0447
Coefficient of Variation 0.4981
  • health__motor_vehicle_crash_deaths_per_100k is not normally distributed (p-value 0.001744953117038342)
  • health__motor_vehicle_crash_deaths_per_100k has 69 outliers

health__pop_per_dentist

numerical

Approximate Distinct Count 1175
Approximate Unique (%) 39.8%
Missing 244
Missing (%) 7.6%
Infinite 0
Infinite (%) 0.0%
Memory Size 47264
Mean 3431.4428
Minimum 339
Maximum 28129
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pop_per_dentist is skewed right (γ1 = 2.8982)

Quantile Statistics

Minimum 339
5-th Percentile 1190
Q1 1812.25
Median 2690
Q3 4089.75
95-th Percentile 8296
Maximum 28129
Range 27790
IQR 2277.5

Descriptive Statistics

Mean 3431.4428
Standard Deviation 2569.4444
Variance 6.602e+06
Sum 1.0136e+07
Skewness 2.8982
Kurtosis 13.9619
Coefficient of Variation 0.7488
  • health__pop_per_dentist is not normally distributed (p-value 4.010850957115903e-10)
  • health__pop_per_dentist has 196 outliers

health__pop_per_primary_care_physician

numerical

Approximate Distinct Count 935
Approximate Unique (%) 31.5%
Missing 230
Missing (%) 7.2%
Infinite 0
Infinite (%) 0.0%
Memory Size 47488
Mean 2551.3497
Minimum 189
Maximum 23400
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • health__pop_per_primary_care_physician is skewed right (γ1 = 3.588)

Quantile Statistics

Minimum 189
5-th Percentile 880
Q1 1419
Median 1999
Q3 2859
95-th Percentile 6339
Maximum 23400
Range 23211
IQR 1440

Descriptive Statistics

Mean 2551.3497
Standard Deviation 2100.4759
Variance 4.412e+06
Sum 7.5724e+06
Skewness 3.588
Kurtosis 18.3352
Coefficient of Variation 0.8233
  • health__pop_per_primary_care_physician is not normally distributed (p-value 1.2437410703181242e-11)
  • health__pop_per_primary_care_physician has 241 outliers

yr

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 211068

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row b
2nd row b
3rd row b
4th row b
5th row a

Letter

Count 3198
Lowercase Letter 3198
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (a, b) take over 50.0%
  • yr has words of constant length

poverty_rate

numerical

Approximate Distinct Count 341
Approximate Unique (%) 10.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 51168
Mean 16.8171
Minimum 2.5
Maximum 47.4
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • poverty_rate is skewed right (γ1 = 1.0479)

Quantile Statistics

Minimum 2.5
5-th Percentile 8.1
Q1 12
Median 15.8
Q3 20.3
95-th Percentile 29.1
Maximum 47.4
Range 44.9
IQR 8.3

Descriptive Statistics

Mean 16.8171
Standard Deviation 6.698
Variance 44.8628
Sum 53781.2
Skewness 1.0479
Kurtosis 1.6622
Coefficient of Variation 0.3983
  • poverty_rate is not normally distributed (p-value 0.007283774432224662)
  • poverty_rate has 94 outliers

Interactions

Correlations

Missing Values